Air pollution in Venice and in its mainland: a first assessment of air quality control policies

IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Ilaria Prosdocimi, Mauro Masiol, Giuseppe Tattara
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Abstract

This article provides, for the first time, direct information on the levels and trends of nitrogen oxides and particulate matter measured by a recently installed air-quality monitoring station in the city of Venice (Italy). High levels of air pollution affect human health and built cultural heritage with corrosion, loss of material due to chemical attack, and soiling: this is particularly dangerous in a World Heritage city like Venice. The pollution levels measured in the historical city are compared to those of a background station in the city of Venice and of urban and background stations in the mainland, also investigating climate factors which might affect pollution in all stations. The first results of the investigation are that the NO2, as well as the PM10, annual average levels in Venice definitely exceeded the limit values set by EU directives. This is an astonishing and unexpected result in a car free city. To contrast the poor air quality, the Venice Municipality decreed in spring 2019 to limit traffic in one of the most overcrowded Venice canals. To investigate the usefulness of the implemented policy we performed a comparative study in which Generalized Additive Models are employed to model the potential reduction in measured nitrogen dioxide in the urban station as compared to the background station. This is done for stations in the historical city of Venice and in the mainland, to give a stronger indication of whether detected changes can be attributable to the traffic policy and no other exogenous factors. The policy is found to have a minor impact in the reduction of measured nitrogen dioxide.

Abstract Image

威尼斯及其大陆的空气污染:对空气质量控制政策的初步评估
本文首次提供了有关意大利威尼斯市最近安装的空气质量监测站测量到的氮氧化物和颗粒物的水平和趋势的直接信息。高浓度的空气污染会对人类健康和文化遗产造成影响,如腐蚀、化学侵蚀造成的材料损失和污损:这对威尼斯这样的世界遗产城市尤为危险。在这座历史名城测量到的污染水平与威尼斯市内的一个背景站以及大陆上的城市站和背景站的污染水平进行了比较,同时还调查了可能影响所有站污染水平的气候因素。调查的第一项结果是,威尼斯的二氧化氮和可吸入颗粒物的年平均水平肯定超过了欧盟指令规定的限值。对于一个没有汽车的城市来说,这是一个出乎意料的惊人结果。为了与糟糕的空气质量形成对比,威尼斯市政府于 2019 年春季颁布法令,限制威尼斯最拥挤的运河之一的交通流量。为了研究已实施政策的实用性,我们进行了一项比较研究,其中采用了广义相加模型来模拟城市站点与背景站点相比测量到的二氧化氮的潜在减少量。这种方法适用于历史名城威尼斯和大陆的站点,以便更清楚地说明检测到的变化是否可归因于交通政策而非其他外在因素。结果发现,交通政策对减少二氧化氮的测量值影响不大。
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来源期刊
Environmental and Ecological Statistics
Environmental and Ecological Statistics 环境科学-环境科学
CiteScore
5.90
自引率
2.60%
发文量
27
审稿时长
>36 weeks
期刊介绍: Environmental and Ecological Statistics publishes papers on practical applications of statistics and related quantitative methods to environmental science addressing contemporary issues. Emphasis is on applied mathematical statistics, statistical methodology, and data interpretation and improvement for future use, with a view to advance statistics for environment, ecology and environmental health, and to advance environmental theory and practice using valid statistics. Besides clarity of exposition, a single most important criterion for publication is the appropriateness of the statistical method to the particular environmental problem. The Journal covers all aspects of the collection, analysis, presentation and interpretation of environmental data for research, policy and regulation. The Journal is cross-disciplinary within the context of contemporary environmental issues and the associated statistical tools, concepts and methods. The Journal broadly covers theory and methods, case studies and applications, environmental change and statistical ecology, environmental health statistics and stochastics, and related areas. Special features include invited discussion papers; research communications; technical notes and consultation corner; mini-reviews; letters to the Editor; news, views and announcements; hardware and software reviews; data management etc.
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